apify-content-analytics

Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.

Quality

—

Does it follow best practices?

Impact

—

No eval scenarios have been run

Securityby

Advisory

Suggest reviewing before use

Quality

Content

80%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

Concise and highly actionable with a well-sequenced checklist, but it lacks an explicit output-validation checkpoint and references a script file that is not present in any bundle directory.

Suggestions

Add a validation step (e.g. verify the output file exists and report row count) before Step 5 summarization, to satisfy the batch-operation feedback-loop expectation.

Either ship the referenced `reference/scripts/run_actor.js` in a references/ or scripts/ bundle, or inline the script so there are no dangling references.

Consider moving the 17-row Actor selection table into a separate reference file referenced one level deep, keeping SKILL.md as a concise overview.

Dimension	Reasoning	Score
Conciseness	The body is lean: no concept explanations, just a decision table, concrete commands, and short step descriptions — every section earns its place and assumes Claude's competence.	3 / 3
Actionability	Provides copy-paste-ready bash commands with real flags for schema fetch and three output formats; placeholders (ACTOR_ID, JSON_INPUT) are clearly user-supplied inputs rather than vague pseudocode.	3 / 3
Workflow Clarity	A clear 5-step checklist with an Error Handling recovery section is present, but there is no explicit validation checkpoint verifying output before reporting; for a batch data-collection operation this caps the score at 2.	2 / 3
Progressive Disclosure	The body references `${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js`, but no references/ or scripts/ bundle directory exists, so the reference is dangling; the 17-row inline actor table is also content that could live in a separate reference file.	2 / 3
	Total	10 / 12 Passed

Description

82%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A concrete, third-person description with strong trigger terms and a distinct niche, but it omits an explicit 'Use when...' trigger clause, which caps completeness at 2.

Suggestions

Append an explicit trigger clause, e.g. 'Use when the user asks for engagement, growth, or ROI metrics for social posts, reels, videos, ads, or hashtags.'

Add common user phrasings like 'social media analytics' or 'how are my posts performing' to broaden natural trigger coverage.

Dimension	Reasoning	Score
Specificity	Names multiple concrete actions ('Track engagement metrics, measure campaign ROI, and analyze content performance') across four named platforms, matching the 'lists multiple specific concrete actions' anchor.	3 / 3
Completeness	Clearly answers 'what' but lacks any explicit 'Use when...' trigger clause; per guidelines a missing explicit trigger caps completeness at 2.	2 / 3
Trigger Term Quality	Uses natural terms users would actually say — 'engagement metrics', 'campaign ROI', 'content performance', plus platform names (Instagram, Facebook, YouTube, TikTok) — giving good coverage of common phrasings.	3 / 3
Distinctiveness Conflict Risk	The combination of content analytics plus four named platforms and ROI/engagement framing carves a clear niche unlikely to fire for unrelated skills.	3 / 3
	Total	11 / 12 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: sickn33/antigravity-awesome-skills
Commit: 2aaaf59

Reviewed: about 6 hours ago

Table of Contents

Discovery Implementation Validation

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